{"meta":{"query_hash":"4ed0149cda3f","filters":{"venue":"Vie & sciences de l entreprise"},"cohort_total":11,"direct_labels_cover":0,"predictions_cover":11,"exported":11,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/4ed0149cda3f","api":"https://metacan.xera.ac/api/v1/cohort?venue=Vie+%26+sciences+de+l+entreprise"},"results":[{"id":"W1819971698","doi":"10.3917/vse.199.0092","title":"Entre compétition et coopétition : le rôle stratégique et social des investisseurs dans la co-construction de l’écosystème du financement des PME-ETI au Québec","year":2015,"lang":"fr","type":"article","venue":"Vie & sciences de l entreprise","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Art","score_opus":0.04842695863832524,"score_gpt":0.2829593649791713,"score_spread":0.23453240634084604,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1819971698","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.88856125,0.0012896883,0.0037146157,0.0044970587,0.000030407222,0.0000227298,0.000066358756,0.000012528611,0.1018053],"genre_scores_gemma":[0.99324954,0.0002570339,0.00046187016,0.00007922636,0.0000044744734,0.000005167868,0.000009942117,0.0000025419565,0.005930222],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.99918455,0.00024519,0.0000146782995,0.00007950118,0.00023736975,0.00023875557],"domain_scores_gemma":[0.9984006,0.0005416367,0.00024130907,0.000056230176,0.0003962992,0.00036395705],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008566337,0.00016981296,0.00020881002,0.0009154376,0.0037400206,0.0044177156,0.00040735348,0.00060641486,0.005077579],"category_scores_gemma":[0.0017937459,0.00010185851,0.00014503016,0.0012727312,0.0040384345,0.0013634111,0.001975177,0.0006331432,0.00012050684],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016859452,0.00019019605,0.29862455,0.00035096053,0.00014271663,0.0016549965,0.07804753,0.004693297,0.0070045725,0.43775728,0.0055680308,0.1657973],"study_design_scores_gemma":[0.00002168488,0.00018485627,0.6389816,0.0004499118,0.00009379324,0.0005019416,0.11997236,0.009151494,0.0018450798,0.04635335,0.18231855,0.00012545729],"about_ca_topic_score_codex":0.63076687,"about_ca_topic_score_gemma":0.83759785,"teacher_disagreement_score":0.36923313,"about_ca_system_score_codex":0.018313985,"about_ca_system_score_gemma":0.016816083,"threshold_uncertainty_score":0.74281526},"labels":[],"label_agreement":null},{"id":"W1931341725","doi":"10.3917/vse.195.0099","title":"Peut-on être écologiquement vertueux sans être socialement responsable ?","year":2014,"lang":"fr","type":"article","venue":"Vie & sciences de l entreprise","topic":"Innovation, Sustainability, Human-Machine Systems","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Humanities; Political science; Philosophy","score_opus":0.04966205672617596,"score_gpt":0.37847851003657124,"score_spread":0.3288164533103953,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1931341725","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.21437246,0.030116322,0.042663578,0.14375545,0.0021724533,0.000071303366,0.00041893468,0.00016293337,0.5662665],"genre_scores_gemma":[0.90504676,0.017309,0.006417338,0.0045794244,0.00054746866,0.000063029875,0.00015832596,0.00009978154,0.065778896],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9980599,0.00067429617,0.000052094314,0.00054462,0.00033864312,0.00033040027],"domain_scores_gemma":[0.9976301,0.00090481626,0.00028540858,0.00036969574,0.00054188445,0.00026804395],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002753639,0.0003625228,0.0005194717,0.000719784,0.0018826303,0.0077559506,0.0010446312,0.002001177,0.016250538],"category_scores_gemma":[0.0065034465,0.00021861255,0.0003601314,0.0010880076,0.007838829,0.008780437,0.0023479024,0.0019055344,0.0020845335],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000069987516,0.000059702717,0.009141544,0.00035152305,0.000044394717,0.00031495915,0.0063557033,0.0006280363,0.0013503646,0.8942122,0.006852311,0.080619276],"study_design_scores_gemma":[0.000011811475,0.00008657648,0.013605895,0.00073460815,0.000046717338,0.00048492276,0.020506354,0.0009098318,0.0012643666,0.44736284,0.51494366,0.00004254356],"about_ca_topic_score_codex":0.007705587,"about_ca_topic_score_gemma":0.010141219,"teacher_disagreement_score":0.016250538,"about_ca_system_score_codex":0.0034124013,"about_ca_system_score_gemma":0.0029554584,"threshold_uncertainty_score":0.05436349},"labels":[],"label_agreement":null},{"id":"W2062354987","doi":"10.3917/vse.185.0076","title":"Banks as creators and transmitters of information in historical perspective","year":2010,"lang":"fr","type":"article","venue":"Vie & sciences de l entreprise","topic":"Banking stability, regulation, efficiency","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Political science; Humanities; Information transmission; Perspective (graphical); Philosophy; Art; Computer science","score_opus":0.013050579937529588,"score_gpt":0.23931503021138162,"score_spread":0.22626445027385203,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2062354987","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.24561295,0.049469095,0.016626025,0.049752273,0.00059390755,0.00006861391,0.0002723807,0.00010358306,0.6375012],"genre_scores_gemma":[0.94908875,0.016805416,0.0013866881,0.0011135304,0.0003320501,0.000031562948,0.000041896263,0.000025686939,0.031174412],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9980021,0.0010924627,0.000087865636,0.00027809103,0.00028103814,0.00025840348],"domain_scores_gemma":[0.99501294,0.0029360282,0.00075118424,0.00038332725,0.00062800414,0.00028859108],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0021536732,0.00022561007,0.0002514772,0.002723941,0.003477462,0.009313708,0.00045030357,0.0026455463,0.008192984],"category_scores_gemma":[0.0050973366,0.00033424768,0.00011276104,0.003869016,0.012512439,0.008619239,0.0019098378,0.0021897198,0.0010120571],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000036711594,0.0000107366,0.0021886148,0.00006770472,0.0000049161035,0.00020362882,0.01739035,0.0003023979,0.00021956024,0.9620847,0.002495166,0.014995501],"study_design_scores_gemma":[0.000016553437,0.000060661856,0.011641496,0.0007166046,0.000022476483,0.0009275397,0.022795422,0.0012810148,0.0010279185,0.19284755,0.76861703,0.00004571427],"about_ca_topic_score_codex":0.007291293,"about_ca_topic_score_gemma":0.007431646,"teacher_disagreement_score":0.009313708,"about_ca_system_score_codex":0.005797596,"about_ca_system_score_gemma":0.0022881539,"threshold_uncertainty_score":0.042064667},"labels":[],"label_agreement":null},{"id":"W2148802128","doi":"10.3917/vse.187.0095","title":"De l'homo metis à l'homo academicus : la transition de carrière revisitée","year":2011,"lang":"fr","type":"article","venue":"Vie & sciences de l entreprise","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Humanities; Metis; Sociology; Art","score_opus":0.23738635969536864,"score_gpt":0.44260524288140873,"score_spread":0.2052188831860401,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2148802128","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6194087,0.0063586025,0.015939765,0.051271826,0.0008287114,0.00014598665,0.000156059,0.000052534644,0.30583775],"genre_scores_gemma":[0.9828492,0.0011522784,0.0009822703,0.0010691611,0.000090826485,0.000043889122,0.00003071421,0.000022473094,0.013759201],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.996247,0.0016801736,0.00011195166,0.00046798203,0.00073011743,0.0007627235],"domain_scores_gemma":[0.99489766,0.0027201604,0.0006128891,0.00047022552,0.00067307317,0.0006259764],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0036001666,0.0002521978,0.00039578282,0.0017312667,0.006878293,0.0077426494,0.0008181051,0.0016799009,0.014073753],"category_scores_gemma":[0.009191844,0.0001960525,0.00036818135,0.0020835141,0.014597558,0.008730387,0.005736952,0.0028288027,0.0009573915],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003610603,0.000038947557,0.004790629,0.00009602278,0.000006606158,0.0003391138,0.08519525,0.00014486513,0.00026836703,0.88413376,0.0025968282,0.02235344],"study_design_scores_gemma":[0.000037432255,0.00011869972,0.02074214,0.00074424077,0.00004626165,0.0010478981,0.30538523,0.0020142624,0.00096894254,0.3312466,0.33757877,0.000069485584],"about_ca_topic_score_codex":0.024465987,"about_ca_topic_score_gemma":0.017647125,"teacher_disagreement_score":0.024465987,"about_ca_system_score_codex":0.0068183923,"about_ca_system_score_gemma":0.008602101,"threshold_uncertainty_score":0.0494712},"labels":[],"label_agreement":null},{"id":"W2807239117","doi":"10.3917/vse.204.0127","title":"Répression des infractions commerciales liées aux prix et niveau des prix des produits alimentaires au Cameroun","year":2018,"lang":"fr","type":"article","venue":"Vie & sciences de l entreprise","topic":"Market Dynamics and Volatility","field":"Economics, Econometrics and Finance","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ministère des Transports","funders":"","keywords":"Political science; Humanities; Art","score_opus":0.09204953452421735,"score_gpt":0.34456712093199554,"score_spread":0.2525175864077782,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2807239117","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9915172,0.0014940259,0.001402159,0.00096341124,0.000035418758,0.000013011021,0.00069980195,0.000012480733,0.0038624646],"genre_scores_gemma":[0.99666446,0.00056701497,0.0002901251,0.0000555041,0.000015571193,0.000011687481,0.00024509698,0.0000042540582,0.0021462669],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9992887,0.0002465611,0.0000302568,0.0001655254,0.00009771869,0.00017129666],"domain_scores_gemma":[0.99583,0.0016514376,0.0018064162,0.00012817205,0.0003699875,0.0002139766],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015553137,0.0003593918,0.00032004676,0.00074837665,0.00054502825,0.0015214918,0.00032205984,0.00036747445,0.0057151397],"category_scores_gemma":[0.004424969,0.00021746314,0.00036745047,0.0012507758,0.00076221616,0.0010357655,0.0007645295,0.0007801069,0.00033671083],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007829711,0.00007795056,0.93278956,0.00026747468,0.00022563573,0.000815651,0.0033764262,0.00701638,0.002986035,0.01752718,0.0018537806,0.03228104],"study_design_scores_gemma":[0.000012246221,0.00012557363,0.97834456,0.00013276114,0.00009424523,0.00009408,0.0035003014,0.0061770855,0.0015532397,0.0019477615,0.00799205,0.00002609432],"about_ca_topic_score_codex":0.07799747,"about_ca_topic_score_gemma":0.05907953,"teacher_disagreement_score":0.07799747,"about_ca_system_score_codex":0.002526394,"about_ca_system_score_gemma":0.0019122016,"threshold_uncertainty_score":0.15508693},"labels":[],"label_agreement":null},{"id":"W3013615967","doi":"10.3917/vse.208.0072","title":"Entreprises à mission sociétale : regard de juristes sur une institutionnalisation de la RSE","year":2020,"lang":"fr","type":"article","venue":"Vie & sciences de l entreprise","topic":"Social Sciences and Governance","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval","funders":"","keywords":"Humanities; Political science; Art","score_opus":0.06667645345336831,"score_gpt":0.35771503542949745,"score_spread":0.29103858197612914,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3013615967","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.10687449,0.006684673,0.016318329,0.11011367,0.0006423316,0.000044894237,0.000042799384,0.00003669291,0.7592421],"genre_scores_gemma":[0.9647106,0.0018078603,0.0017876503,0.0041818116,0.00026841837,0.00004821995,0.000016667453,0.000034981305,0.027143959],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9910846,0.005082309,0.0002054025,0.00084021606,0.0013597662,0.0014277796],"domain_scores_gemma":[0.99276334,0.0032487407,0.00084245234,0.0007228052,0.001372958,0.0010496109],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007880199,0.00042563397,0.00031458458,0.0014659173,0.010744743,0.012098009,0.0012451113,0.0054266835,0.0048911674],"category_scores_gemma":[0.008811405,0.00030906266,0.00053479505,0.0011923204,0.047837958,0.009138314,0.008622425,0.007696569,0.00059648085],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000033241122,0.000005314004,0.00020929155,0.00000862989,0.0000015271978,0.000052742616,0.007318577,0.00005699966,0.000047453126,0.98963004,0.0007582786,0.0019077706],"study_design_scores_gemma":[0.00001643304,0.000058314883,0.0035068786,0.00030731558,0.000011035114,0.0002074853,0.027253564,0.0006482497,0.00047475833,0.6358604,0.33161312,0.000042487536],"about_ca_topic_score_codex":0.013916814,"about_ca_topic_score_gemma":0.015598196,"teacher_disagreement_score":0.013916814,"about_ca_system_score_codex":0.011601592,"about_ca_system_score_gemma":0.010858666,"threshold_uncertainty_score":0.084175885},"labels":[],"label_agreement":null},{"id":"W3154419473","doi":"10.3917/vse.210.0128","title":"Entretien avec Lahou Keita, spécialisée en ingénierie de la maintenance aéronautique et entrepreneure fondatrice avec sa sœur Fatou Keita de Keitas Systems au Canada","year":2021,"lang":"fr","type":"article","venue":"Vie & sciences de l entreprise","topic":"Healthcare Systems and Practices","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Humanities; Aviation; Art; Library science; Political science; Engineering; Computer science","score_opus":0.037712704779221756,"score_gpt":0.39000636867459915,"score_spread":0.3522936638953774,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3154419473","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.25436884,0.008698836,0.0072384086,0.04561948,0.0028061417,0.000467633,0.0025249678,0.0011293335,0.6771464],"genre_scores_gemma":[0.20571868,0.0024102482,0.003153489,0.0025990978,0.00013854697,0.000066663226,0.00071470655,0.00018540552,0.78501314],"study_design_codex":"not_applicable","study_design_gemma":"qualitative","domain_scores_codex":[0.9977214,0.00009680265,0.00004452079,0.00033591688,0.0009751636,0.00082620216],"domain_scores_gemma":[0.99380976,0.00023701627,0.00019227469,0.00012008193,0.0026146353,0.0030261667],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001057569,0.0005801683,0.00032837162,0.0011726421,0.010382811,0.005475225,0.00081631093,0.0013469125,0.07080938],"category_scores_gemma":[0.00195189,0.00040109392,0.00031183712,0.0012462996,0.0021702473,0.0016276824,0.0029541983,0.0020479038,0.009641344],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003361291,0.00050153426,0.12670755,0.00073080853,0.00006421248,0.0020459807,0.024765447,0.0011051397,0.0154738,0.053926647,0.45174566,0.3225972],"study_design_scores_gemma":[0.000006553218,0.000063761734,0.063090205,0.000116109186,0.000012074013,0.00034364828,0.009245226,0.00033502025,0.0007304445,0.0004828415,0.92553556,0.000038645023],"about_ca_topic_score_codex":0.80659294,"about_ca_topic_score_gemma":0.93256366,"teacher_disagreement_score":0.19340706,"about_ca_system_score_codex":0.020911062,"about_ca_system_score_gemma":0.087468036,"threshold_uncertainty_score":0.3890921},"labels":[],"label_agreement":null},{"id":"W4310686216","doi":"10.3917/vse.214.0137","title":"Das v. George Weston Ltd. La fausse consécration de l’irresponsabilité sociale des entreprises au Canada","year":2022,"lang":"fr","type":"article","venue":"Vie & sciences de l entreprise","topic":"Corporate Law and Human Rights","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université Laval","funders":"","keywords":"Humanities; Political science; Art","score_opus":0.02095762848521449,"score_gpt":0.25521957263371514,"score_spread":0.23426194414850066,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4310686216","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.062965214,0.0064515434,0.0031021512,0.13946639,0.0017878779,0.00021566715,0.0015392099,0.00022273844,0.7842492],"genre_scores_gemma":[0.304009,0.002650098,0.0013989449,0.05616411,0.00014764772,0.000093585775,0.00048494723,0.00009623759,0.6349554],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9909547,0.0006200253,0.00016962911,0.0008064347,0.005166651,0.0022824917],"domain_scores_gemma":[0.9928053,0.0013698443,0.00028902045,0.00026529646,0.004023316,0.0012471373],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002559777,0.0004468547,0.00033310693,0.0010464087,0.016662618,0.008356177,0.001607867,0.006201016,0.017368158],"category_scores_gemma":[0.008805231,0.00061873224,0.00049026025,0.0012261997,0.005381953,0.0021789684,0.0029377788,0.0072080917,0.0016434832],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009631442,0.000052130257,0.01540233,0.0002241854,0.00005517848,0.0011320622,0.013633074,0.00037642743,0.0023603493,0.5251068,0.39776358,0.04379765],"study_design_scores_gemma":[0.000016083319,0.000023080182,0.009874313,0.0001628249,0.00003548199,0.00018173509,0.0045889462,0.00026098645,0.0009622201,0.0060287607,0.9777964,0.0000691784],"about_ca_topic_score_codex":0.9723023,"about_ca_topic_score_gemma":0.98835444,"teacher_disagreement_score":0.043821547,"about_ca_system_score_codex":0.043821547,"about_ca_system_score_gemma":0.13185614,"threshold_uncertainty_score":0.31794906},"labels":[],"label_agreement":null},{"id":"W4310686340","doi":"10.3917/vse.214.0013","title":"La GRH a-t-elle une responsabilité sociétale ? Une analyse de cas multiples à partir de l’institutionnalisme pragmatiste de J. R. Commons","year":2022,"lang":"fr","type":"article","venue":"Vie & sciences de l entreprise","topic":"Management and Organizational Studies","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval","funders":"","keywords":"Humanities; Political science; Philosophy","score_opus":0.029444298328549102,"score_gpt":0.28748350781028476,"score_spread":0.25803920948173564,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4310686340","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.18845402,0.008332468,0.078448296,0.06636729,0.00045430713,0.000095018026,0.00008983018,0.00012763754,0.6576312],"genre_scores_gemma":[0.96701574,0.0022587492,0.0053439057,0.0009967613,0.00009035247,0.000054808126,0.000014958693,0.000043645035,0.02418105],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.99639016,0.0016602866,0.00010120403,0.0006329319,0.0007528886,0.00046246222],"domain_scores_gemma":[0.9964126,0.0017166188,0.0005455718,0.00058591174,0.00039904797,0.00034019095],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0042256224,0.00032470815,0.00041613952,0.0015250985,0.004405658,0.010047468,0.0010303814,0.0022798902,0.006938796],"category_scores_gemma":[0.0047985837,0.00030520748,0.0004180406,0.0019539997,0.032011107,0.010273023,0.0055709896,0.0032437872,0.00075825193],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000005443385,0.0000069987695,0.0005228586,0.000030496805,0.0000041887406,0.00008872246,0.006342027,0.00019071433,0.00018126915,0.9863738,0.00056876865,0.005684626],"study_design_scores_gemma":[0.000008955863,0.000037288817,0.0031257784,0.00017977151,0.000015764446,0.0002644777,0.018886829,0.001154702,0.0009282955,0.7957801,0.17957683,0.00004126669],"about_ca_topic_score_codex":0.010189241,"about_ca_topic_score_gemma":0.012123887,"teacher_disagreement_score":0.010189241,"about_ca_system_score_codex":0.0080630975,"about_ca_system_score_gemma":0.0072902646,"threshold_uncertainty_score":0.058502078},"labels":[],"label_agreement":null},{"id":"W4391043872","doi":"10.3917/vse.218.0066","title":"Quelle recherche-action participative au service de la democratie participative a Railcoop ? Retour sur une experimentation","year":2024,"lang":"fr","type":"article","venue":"Vie & sciences de l entreprise","topic":"French Urban and Social Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"HEC Montréal","funders":"","keywords":"Political science; Humanities; Participatory democracy; Sociology; Democracy; Philosophy; Politics","score_opus":0.4696842704051892,"score_gpt":0.4852310175697698,"score_spread":0.015546747164580599,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391043872","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.69019353,0.0040711723,0.030624125,0.06221458,0.00042332042,0.0007220931,0.00017438186,0.000097611366,0.21147923],"genre_scores_gemma":[0.98002964,0.00096102315,0.005185476,0.0014563102,0.00005767453,0.00040462572,0.000030766583,0.000039731436,0.011834638],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9207477,0.06668465,0.0008346506,0.0034600354,0.0057244385,0.002548668],"domain_scores_gemma":[0.9314465,0.050328813,0.0034016948,0.0052788677,0.0074163633,0.002127764],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.05948606,0.00065368967,0.0005809067,0.0016799523,0.008102279,0.009403017,0.0015921632,0.0025408152,0.009215564],"category_scores_gemma":[0.049943905,0.00036658623,0.00078070216,0.0020571796,0.019507196,0.007895047,0.006451045,0.0033230786,0.00089119474],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003530852,0.00055927504,0.022736536,0.0010176721,0.00012491566,0.00053855474,0.49239987,0.0010889142,0.0028787295,0.3668903,0.0050880457,0.10632408],"study_design_scores_gemma":[0.0001604367,0.0009095949,0.042779427,0.0017968308,0.00014159462,0.00032898417,0.60789317,0.0018193788,0.004294801,0.05909003,0.2806384,0.00014733779],"about_ca_topic_score_codex":0.0593401,"about_ca_topic_score_gemma":0.062388975,"teacher_disagreement_score":0.05948606,"about_ca_system_score_codex":0.01625524,"about_ca_system_score_gemma":0.019473266,"threshold_uncertainty_score":0.31459612},"labels":[],"label_agreement":null},{"id":"W4392604951","doi":"10.3917/vse.218.0012","title":"Risques globaux et dynamiques regionales dans le secteur bancaire face un défi climatique : chronique d’une faillite annoncee ?","year":2024,"lang":"fr","type":"article","venue":"Vie & sciences de l entreprise","topic":"Climate Change Policy and Economics","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Political science; Humanities; Art","score_opus":0.05696665119598484,"score_gpt":0.2954037989169328,"score_spread":0.23843714772094796,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392604951","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9503766,0.008374164,0.0025451372,0.008499379,0.000083844505,0.000030489276,0.0019549811,0.00011079768,0.028024718],"genre_scores_gemma":[0.99371934,0.0017800541,0.0007905257,0.00022646824,0.000029977129,0.000016242995,0.00043155497,0.000023977127,0.0029818926],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99950266,0.00012463992,0.000021947131,0.00014113658,0.00006546432,0.00014418484],"domain_scores_gemma":[0.99784636,0.0005990315,0.00056222524,0.00016222303,0.00053924276,0.00029105146],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017774582,0.000273238,0.00045493367,0.0011784587,0.0008386337,0.0020221476,0.00046642948,0.00057867856,0.0039379145],"category_scores_gemma":[0.0030170956,0.00025457062,0.0005294896,0.001840377,0.0010067266,0.00098545,0.00086860073,0.00088449847,0.00031061997],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017904748,0.0000335558,0.9349448,0.00022908319,0.00037942617,0.00048878393,0.0066908444,0.0031986649,0.002439172,0.016236246,0.0020413648,0.03313902],"study_design_scores_gemma":[0.000006495466,0.0000224471,0.9780417,0.00011069786,0.00007453416,0.00013739125,0.003088174,0.0009366192,0.00027118405,0.0021648593,0.015124444,0.000021559432],"about_ca_topic_score_codex":0.32418206,"about_ca_topic_score_gemma":0.36880118,"teacher_disagreement_score":0.32418206,"about_ca_system_score_codex":0.0029836528,"about_ca_system_score_gemma":0.0028480103,"threshold_uncertainty_score":0.64459026},"labels":[],"label_agreement":null}]}